Jörg Fehr

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 17

Top Topics

Machine Learning Algorithms

Model Predictive Control

Top Venues

Adv. Model. Simul. Eng. Sci.

Frontiers Appl. Math. Stat.

Publications

Paolo Conti, Jonas Kneifl, Andrea Manzoni, Attilio Frangi, Jörg Fehr, Steven L. Brunton, J. Nathan Kutz
VENI, VINDy, VICI: a variational reduced-order modeling framework with uncertainty quantification. CoRR (2024)
Robin Herkert, Patrick Buchfink, Bernard Haasdonk, Johannes Rettberg, Jörg Fehr
Error Analysis of Randomized Symplectic Model Order Reduction for Hamiltonian systems. CoRR (2024)
Jonas Kneifl, Jörg Fehr, Steven L. Brunton, J. Nathan Kutz
Multi-Hierarchical Surrogate Learning for Structural Dynamical Crash Simulations Using Graph Convolutional Neural Networks. CoRR (2024)
Philipp Rodegast, Steffen Maier, Jonas Kneifl, Jörg Fehr
On using Machine Learning Algorithms for Motorcycle Collision Detection. CoRR (2024)
Jonas Kneifl, David Rosin, Oliver Röhrle, Jörg Fehr
Low-dimensional Data-based Surrogate Model of a Continuum-mechanical Musculoskeletal System Based on Non-intrusive Model Order Reduction. CoRR (2023)
Robin Herkert, Patrick Buchfink, Bernard Haasdonk, Johannes Rettberg, Jörg Fehr
Randomized Symplectic Model Order Reduction for Hamiltonian Systems. CoRR (2023)
Julian Hay, Lars Schories, Eric Bayerschen, Peter Kai Wimmer, Oliver Zehbe, Stefan Kirschbichler, Jörg Fehr
Application of data-driven surrogate models for active human model response prediction and restraint system optimization. Frontiers Appl. Math. Stat. 9 (2023)
Robin Herkert, Patrick Buchfink, Bernard Haasdonk, Johannes Rettberg, Jörg Fehr
Randomized Symplectic Model Order Reduction for Hamiltonian Systems. LSSC (2023)
Johannes Rettberg, Dominik Wittwar, Patrick Buchfink, Robin Herkert, Jörg Fehr, Bernard Haasdonk
Improved a posteriori Error Bounds for Reduced port-Hamiltonian Systems. CoRR (2023)
Johannes Rettberg, Dominik Wittwar, Patrick Buchfink, Alexander Brauchler, Pascal Ziegler, Jörg Fehr, Bernard Haasdonk
Port-Hamiltonian Fluid-Structure Interaction Modeling and Structure-Preserving Model Order Reduction of a Classical Guitar. CoRR (2022)
Jörg Fehr, Arnim Kargl, Hannes Eschmann
Identification of Friction Models for MPC-based Control of a PowerCube Serial Robot. CoRR (2022)
Jonas Nicodemus, Jonas Kneifl, Jörg Fehr, Benjamin Unger
Physics-informed Neural Networks-based Model Predictive Control for Multi-link Manipulators. CoRR (2021)
Jonas Kneifl, Julian Hay, Jörg Fehr
Real-time Human Response Prediction Using a Non-intrusive Data-driven Model Reduction Scheme. CoRR (2021)
Jörg Fehr, Christian Himpe, Stephan Rave, Jens Saak
Sustainable Research Software Hand-Over. CoRR (2019)
Dennis Grunert, Jörg Fehr
Identification of nonlinear behavior with clustering techniques in car crash simulations for better model reduction. Adv. Model. Simul. Eng. Sci. 3 (1) (2016)
Jörg Fehr, Jan Heiland, Christian Himpe, Jens Saak
Best Practices for Replicability, Reproducibility and Reusability of Computer-Based Experiments Exemplified by Model Reduction Software. CoRR (2016)
Dennis Grunert, Jörg Fehr
Erratum to: Identification of nonlinear behavior with clustering techniques in car crash simulations for better model reduction. Adv. Model. Simul. Eng. Sci. 3 (1) (2016)
Christine Nowakowski, Jörg Fehr, Peter Eberhard
Einfluss von Schnittstellenmodellierungen bei der Reduktion elastischer Mehrkörpersysteme. Autom. 59 (8) (2011)